# From first prompt to agents in production

> The AI engineering curriculum, lessons and Zambian capstone projects.

Canonical: https://www.zambrite.com/ai-training/lessons

Track A: Executive Leadership

## AI for Zambian Managers (17 Lessons)

Zero code required. Protect margins, audit 16% VAT arithmetic traps, detect mobile money fraud, and comply with DPA 2021.

[View 17-lesson syllabus →](https://www.zambrite.com/ai-training/managers)

Track C: Solopreneurs & Freelancers

## AI Side Hustle Playbook (12 Lessons)

Zero software debt. Real Kwacha numbers, Upwork to Zanaco/FNB, local WhatsApp bots, PACRA registration & ZRA 4% Turnover Tax.

[Explore Side Hustle →](https://www.zambrite.com/ai-training/side-hustle)

Track B: Technical Engineering

## Engineering: First Prompt to Agents (14 Lessons)

Working code, quizzes, and live AI tutor. Build 3 complete Zambian capstones: ZRA tax assistant, labour-compliance bot, and mobile money agent.

Currently viewing this track below ↓

29 full lessons you read and build here, in three levels. Each level ends in a system a Zambian business would actually run: a ZRA tax assistant, a production labour-compliance assistant, and a back-office agent that reconciles mobile money. Marked against a rubric, not a certificate for turning up.

29 lessons · 3 capstones · 100% open & free online · Optional K850 practice for live cohort reviews

## What is in every lesson

- ### The full lesson, here

  Problem, concepts, diagrams and a step-by-step build, written for engineers. No jumping off to other sites.
- ### Working code

  Every build step with highlighted code, the complete source files and a starter app to extend.
- ### Quizzes that teach

  A warm-up before you read and a check after, each answer explained.
- ### A tutor that stays on topic

  Ask about the lesson; every answer is verified for accuracy against the lesson text.
- ### A capstone per level

  Each lesson adds one milestone to a real Zambian system, marked against a weighted rubric.
- ### Reviews and interview practice

  Paste your milestone evidence for a check-by-check review; practise real interview questions.

## Learn it with people, not alone

The lessons are the path. The K850 practice is the group that walks it with you: a small group, weekly build sessions and code review, in Lusaka and remote, and a certificate with a project repo you can show employers.

[Book the K850 practice](https://www.zambrite.com/ai-training/book?plan=student)[Download the outline](https://www.zambrite.com/downloads/ai-training/Zambrite-Individual-Student-K850.pdf)

## Built on open work

The lesson text, code and quizzes are adapted from open-source courses, credited below under their licences. The capstones, milestones, data packs, reviews and Zambian context are ours.

- AI Engineering from ScratchRohit GhumareMIT · lesson text, code and quizzes
- Awesome LLM AppsShubham SabooApache-2.0 · starter code
- AI Engineering Interview QuestionsOutcome SchoolApache-2.0 · interview questions

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- [Home](https://www.zambrite.com/)
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